Transcript file

Molecular Mechanics
• Studies involving covalent interactions
(enzyme reaction): quantum mechanics;
extremely slow
• Studies involving noncovalent interactions
(conformational references, molecular
recognition): classical mechanics; acceptable
for a few structures
• Studies involving sequences only: statistical
formalisms; extremely fast
Molecular Mechanics
• Study how protein/protein, protein/ligand,
protein/NA interactions. Why they are
specific? how to mimic them?
• Use them in structure-based drug design,
docking.
• Study how proteins/NAs change
conformations. How a specific
function/mechanism is realized?
Theoretical Ground:
Classical Mechanics
Building on the work of Galileo and others,
Newton unveiled his laws of motion in 1686.
According to Newton:
• I. A body remains at rest or in uniform motion
(constant velocity - both speed and direction)
unless acted on by a net external force.
• II. In response to a net external force, F, a
body of mass m accelerates with acceleration
a = F/m.
• III. If body i pushes on body j with a force Fij,
then body j pushes on body i with a force Fji.
Theoretical Ground:
Classical Mechanics
• How to obtain forces? Easy if an energy model is given.
Where to use Molecular Mechanics
Energy Model?
• Molecules containing thousands of atoms
• Organics, oligonucleotides, and peptides
• Vacuum, implicit, or explicit solvent
environments
• Ground state only
• Thermodynamic and kinetic via
simulations.
Building Principles of Molecular
Mechanics (Energy Model)
• Nuclei and electrons are lumped into atom-like
particles
• Atom-like particles are spherical (radii obtained
from measurements or theory) and have a net
charge (obtained from theory)
• Interactions are based on springs and classical
potentials
• Interactions must be preassigned to specific sets
of atoms
• Interactions determine the spatial distribution
of atom-like particles and their energies
Simplistic Molecular Mechanics
Force Field
Bond
Improper
Dihedral
Angle
Dihedral

Van der Waals

Charge - Charge
Bond Stretching Energy
Bond Stretching Energy
Angle Bending Energy
Angle Bending Energy
Significance of Energy Parameters
Torsion Energy
The torsion energy is modeled by a
simple periodic function:
Significance of Energy Parameters
The Roles of Torsion Energy
• The torsion energy in molecular mechanics is
primarily used to correct the remaining energy
terms rather than to represent a physical
process.
• The torsional energy represents the amount of
energy that must be added to or subtracted from
the Stretching + Bending + Non-Bonded
interaction terms to make the total energy agree
with experiment or rigorous quantum mechanical
calculation for a model dihedral angle (ethane,
for example might be used a model for any H-CC-H bond).
Cross Terms
Possible cross terms:
• stretch-stretch, stretch-bend, strechtorsion;
• bend-bend, bend-torsion;
• torsion-torsion. (Fig. 4.13, Leach)
Needed in studies of high-frequency
motions, i.e. vibrational spectra.
Non-Bonded Energy
Van der Waals Energy
Significance of Energy Parameters
Electrostatic Energy
• The electrostatic contribution is modeled
using a Coulombic potential.
• The electrostatic energy is a function of:
o (a) charges on the non-bonded atoms;
o (b) inter-atomic distance;
o (c) molecular dielectric expression that
accounts for the attenuation of
electrostatic interaction by the molecule
itself.
Electrostatic Energy: Dielectrics
• The molecular dielectric is set to a constant
value between 1.0 and 4.0. However, it has to be
consistent with how a force field is designed.
(not a free parameter)
• A linearly varying distance-dependent dielectric
(i.e. 1/r) is sometimes used to account for the
increase in the solvent (aka, water) dielectrics as
the separation distance between interacting
atoms increases. (This is being abandoned)
• When it is needed, the Poisson’s equation, or its
approximation, has to be used. (This is gaining
popularity)
Other Nonbonded Interactions:
Hydrogen Bonding
• Hydrogen bonding term is usually wrapped into
the electrostatic term in force fields widely used
today. However it does not imply that hydrogen
bonding is purely electrostatic in nature.
• Hydrogen bonding, if explicitly represented, uses
a 10-12 Lennard-Jones potentials. This replaces
the 6-12 Lennard-Jones term for atoms involved
in hydrogen-bonding.
Other Nonbonded Interactions:
Polarization
• Polarization is important when large environmental
changes occur, i.e. from protein interior to water, or from
membrane to water.
• Usually modeled as inducible dipole:
μ = aE
• Note it is not free to induce a dipole: the work done is 1/2
aE2.
• Finally, electrostatic energy includes charge-charge,
charge-dipole, and dipole-dipole; or electrostatic field is
from charge and dipole.
• No stable force fields with polarization available right
now!
Scaling of Nonbonded Terms
• Scaling of electrostatic energy: chargecharge 1/r; charge-dipole 1/r2, dipoledipole 1/r3.
• Scaling of van der Waals energy: 1/r6.
• The example of two point charges on zaxis.